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Transfer Learning for Adenocarcinoma Classifications in the Transurethral Resection of Prostate Whole-Slide Images
SIMPLE SUMMARY: In this study, we trained deep learning models to classify TUR-P WSIs into prostate adenocarcinoma and benign (non-neoplastic) lesions using transfer and weakly supervised learning. Overall, the model achieved good classification performance in classifying whole-slide images, demonst...
Autores principales: | Tsuneki, Masayuki, Abe, Makoto, Kanavati, Fahdi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9563552/ https://www.ncbi.nlm.nih.gov/pubmed/36230666 http://dx.doi.org/10.3390/cancers14194744 |
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